ObservationLeadership
The Room You're Building
Companies rarely die from competition or technology. They die from the things their own people stopped saying out loud — and culture is the answer to what's safe to say.
May 10, 20266 min read
Welcome, Curious Mind
Things that make me pause , think , and look again .
A small corner of the internet where I explore the interesting, the non-obvious, and the beautifully different — through code, culture, and curiosity.
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The most interesting things live at the intersection of what you know and what surprises you.
Side projects
Enterprise RAG System
Production-grade RAG platform with event-driven ingestion, tenant isolation, ACL-safe retrieval, and grounded LLM answers with citations.
Python, RAG, Docker, Vector Search● In Progress
Financial Journey Intelligence Agent
Real-time streaming system that fires an LLM agent only on meaningful behavioral triggers (~7% of events) to generate next-best-action recommendations for wealth advisors.
Python, LLMs, Streaming, Kafka● In Progress
Multi-Agent Due Diligence Analyst
Four parallel LLM agents (research, financial, risk, social media) producing confidence-scored reports via tool calling and structured outputs.
Python, LLMs, SQLite, Streamlit● In Progress